The Linus Brief — August 11, 2026

Twitter

The tweet highlights the importance of critically thinking and using LLMs as a t

It suggests that long-form writing can aid in deep thinking and clear idea development.

Twitter

Teaching students to write by leveraging the centuries-old Progymnasmata program

This program follows principles established by Greek rhetorician Aphtonius in the 4th century AD, providing a structured approach to improving writing skills.

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Retruttide, a triple agonist GLP-1 from Lilly, shows record-level fat reduction

RevMed's new pancreatic cancer drug displays unprecedented results.

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Peter Gostev shared a 45-minute YouTube video showcasing his experiences and res

Peter Gostev shared a 45-minute YouTube video showcasing his experiences and results from completing challenging 3D prompts at Fable, featuring over 60 cool demos to be explored further.

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Pelican on the bicycle test is an open-source model for testing large language m

Pelican on the bicycle test is an open-source model for testing large language models' performance on unseen data.* It can be used to evaluate the generalizability of LLMs.* This method might help in assessing the robustness and reliability of AI models.*

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Use LLMs to generate HTML responses and view them in a browser for structured ou

Source: https://x.com/karpathy/status/2053872850101285137

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FMHY is a website that was delisted by Google and shadow-banned on Reddit for pr

It may be useful as a cautionary example of the consequences of engaging in copyright infringement online.

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Ensure team reads and agrees on data presentation standards to avoid misleading

Source: https://x.com/AnjneyMidha/status/2057821950798700736

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The speaker emphasizes that Large Language Models (LLMs) have far-reaching poten

They highlight three new horizons, including menugen, an app that can be fully immersed and controlled by LLMs, showcasing innovative applications for these models.*

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"The best way to get started is by doing (that is, by working on your first proj

*Really do* that." - Yannick Karpathy Emphasizes the importance of taking action and starting a project as a means to learn and gain experience.

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# SpaceX is an example of how multiple perspectives can lead to continued innova

# SpaceX is an example of how multiple perspectives can lead to continued innovation and mind expansion

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# Built successful hardware after A0 tapeout and securing over $1B in customer c

# Built successful hardware after A0 tapeout and securing over $1B in customer contracts # Inference workloads performance reached SOTA results

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Karpathy joins Anthropic and plans to resume work on education, indicating poten

Karpathy joins Anthropic and plans to resume work on education, indicating potential future developments in the field of Large Language Models.*

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Eric Smith08 claims ChatGPT has an "External Prefrontal Cortex" mode for ADHD, w

This feature is mentioned on the social media platform X.com. The tweet may be a personal anecdote or experiment worth noting.

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A curated list of 50 books every child should read before age 12 is available on

The source is a Twitter thread from @ChHouseBooks.

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Jarred Sumner shares a personal project where they rewrote the Rust programming

This project provides an interesting example of how a developer can experiment and innovate with their code.

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Hooked up a rotary phone from the 1920s to an AI agent for a response on a mecha

The result is like a dumbphone without distracting notifications. Source: https://x.com/karenxcheng/status/2074889981475369028

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Ramble session on /voice can help the model understand what you're trying to ach

This technique involves speaking freely for 10 minutes to provide additional context. It's a simple yet effective way to improve understanding and accuracy in your interactions with language mode

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# Useful idea: Miles Deutscher shares his experience of customizing Claude as a

# Tool/Resource: The link provided leads to Miles' blueprint for setting up this system. # Additional context: Miles spent weeks getting the setup right, suggesting it may require

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Claude Fable 5 builds upon the underlying model of Mythos, adding significant sa

This represents a major version bump and step change forward for the model.

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Investigate the output of an LLM like Opus 5 on a large, diverse text input to g

Consider the potential applications and challenges of using such models for tasks beyond simple creative prompts.

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A new 13B model called "talkie" is being developed using only pre-1931 text data

This vintage approach aims to help researchers understand large language models' (LMs) ability to generalize. The project may also explore the possibility of teaching talkie to code.

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Bellmont wants to see two specific horror novels adapted into film or limited se

This could be useful for fans of the books and anyone interested in upcoming adaptations.

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New workflow aims to unify interactions across multiple tools and environments.

#productivity #workflow

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The video appears to be a 3-day thigh gap exercise routine that targets both the

It may help create visible results and tone the abs. The video can be found at https://x.com/Vinee9801/status/2086317794866708548